Germany
Visionary AI leader & Distinguished Engineer in AI & IT platform, AI Agents, Physical AI, Data Center & GPUs purchasing, Smart Factory, OT/IT, frontier model, AI in CX, ML, GenAI, neural networks, Humanoid robotics, AI model training, proprietary Datasets, AI World Models, AI Engineering, WFM, AI Voice, ADAS, AD, SaaS, AI in manufacturing, Digital Twin, Multimodal AI, LLMs, SDVs, Robotaxi, Connected car services & BMW’s multi-agent ‘Alconic & Factory Genius’ across EU, US and Asia (inc. China). Leading AI roadmap, intelligence, CoE, productization, AI research, Compute, ROI. Proven record in AI & data monetization, responsible AI, Embodied AI, workflow, augmentation, AI reasoning, moat. Launched Superintelligence & AGI lab Drive partnerships and purchasing with OpenAI, DeepSeek, Nvidia, AMD, Intel, Toyota, Baidu, Alibaba, Figure AI robot, Apple, AWS, Microsoft, Google, Anthropic, Qualcomm, TSMC, Cerebras, Deutsche Telekom, Hexagon AEON, Unitree, UBTech. Lead IAM, cybersecurity for BMW IT & Financial Services. Expertise in AI governance, AI Safety, GTM, end to end GenAI, CV, Applied AI, Open weight, SL, UL, RLP, RL, FL, LWMs, harness agent, EBM, AI Observability, GNN, LDM, RAG, RLM, TSLM, SSL, AI security, Cloud, EC2, LVMM, Edge AI, AI suppliers, NEV, ADAS, Autonomous Vehicle, ‘AI AV AD EV SDV market’, EV battery, AI hardware, Recursive RSI, AI integration in EV & SDV, bidirectional charging, eVTOL, iX5 Hydrogen, EREV,Web UI, silicon, AI chip, UNS,supercluster,AI data centres design, DPU, FMCW, TaaS, AIaaS, GUI, FPGA, chipmaking tools,compliance (GDPR, CCPA, EU AI Act),Codex, HITL,GEO, location hd, Qwen3, Kimi, Opus, Mythos, Copilot, V4, SWE-Bench, CLI, GPU design, GPT-5, Gemma, Immersive tech,multi-agent orchestration,CUDA, data annotation,Euro 7, ontology, FCEV, EHS, RAN,ONNX, n8n, AI car design i3 iX3, SRAM, OpenSearch Serverless, sensor / lens self cleaning, OSS,DDR5, HBF,Industry 5.0, NeoCloud, Tau Scaling, AI brain, Computex. Tech drones, airtaxi. Quantum computing, qubit, PQC, QML, Q chip, ion-trap. VLM, VLA, NLP, WM for humanoid robots, teleoperation, sim to real, ROS2, sensory,dexterous, RaaS. Nvidia Omniverse into digital twin to simulate workflows for AI factory. Industrial AI, Vera CPU Rubin, Sovereign AI, Supercomputer. Working on global project as SME for Al and Agentic AI in Manufacturing, R&D, Engineering, Purchasing, business devp, Finance, Supplier, Logistics, Quality, Sales, dealers, Aftersales; Agentic commerce. Building & leading high performing teams globally. Supplier selection, purchasing, spend, decision for all above.
- Define AI strategy, AI deployment, Agentic AI, use cases, Operations, GCCs, SDLC; lead initiatives over €3B+. -AI/ML design, LLM, Agentic AI, Physical AI & AGI: -AI & IT infrastructure, OT/IT, Cloud, GTM, Smart Factory, AI adoption, GenAI, Open-Closed source, Multimodal AI, frontier model -Data labelling, training ML model, behavior,model compression, inference, token cost -RLHF, FL, HITL,RAG, NLP, NLU,CV,LPU,IDE -AI agent design, Voice Assistant, security, AgentOps - GPU hardware from Nvidia, AI Data center, ODM -Humanoid robot, use cases, VLA, electrical, datasets, physical AI, R&D, Pricing, AI-Smart manufacturing, Digital Twin, automation, 3D vision, AI Gigafactory, SAP S/4 hana, Joule 2.0 -MoE, MCP, SLM, LWM,LPM -ER&D -IT, B2B software, budget, HMI, ERP -Connected car - cellular module -in-vehicle SW -generative, simulation in design, weather, wind noise -AIDV -Robotaxi -On-device AI, AR VR NPU -ADAS, Cockpit, E2E, AD Autonomous driving AV L2+ to L4-L5, SoC, BEV, OS X, SDV, panoramic iDrive, OTA, E/E, Edge ECU, zonal,AI CV, FCEV, Autosar,E-car -Dealer network -Claude Code, Fable 5 -Chip design, memory -HPC, Quantum AI, Quantinuum - Supplier selection, purchasing & Spend of .ai, speech voice, video, Image, text, AI hardware, SoC, GPUs, CPUs, DPUs, ASICs, Semiconductor SiC GaN, AI chiplet, HBM, Cloud CMPs, Hyperscaler, AI accelerators, server, rack, processor, API, DevOps, , CRM, streaming, grid, software, cybersecurity, IAM, vulnerability, data labelling, Payment,SDK, digital platform, NeoCloud, TPU, MSPs, GUI,Web,Tech, Apps, endpoint, coding tools, ChatBot,RPA,IP, robot, cobot, EV battery, BMS, NMC LFP, electronics, SaaS, MCU,MPU, Sensors, 4D LiDAR,FSD, IVN Ethernet, CLM, simulation, DMS, vector tools,EDA,ERP, fibre optics,DRAM,GNSS, 3D geo, retail,hd map, Telematics, fleet, rental, transceiver, HVAC, EV charging, Versigent, 800VDC, fuel cell, headlamp, SiC inverter, alternator, brake by wire, eAxle, eDrive, HuD, ICE, ADAS, Alexa+, Start up
🔹 Artificial Intelligence GCC| LLMs | NLP | Vision | ML | Speech | Agentic AI | KV Cache 🔹 AD (L2+, L3, L4) & Connected Vehicles (AV/CV) ER&D, ADAS, simulation, VLA, Sensor Model, central computer | Drive robots | SoC |Actuation |E/E | V2X | ODD | e-SIM | SOTA/FoD | Ethernet, CAN | Intrusion/KMS/Crypto | 🔹 Sensor Systems Photonics | LiDAR | Cameras | Lighting (OLED/LED/LASER) | Radar | IR 🔹 E-Drive & EV Systems E-Axle | Motor/ECU | Coil winding | Rotor/Stator | Onboard/DC charging |DC converter | HV contactor | V2G | CPMS |Wiring Harness | Energy Master| Quad motor, EESM, ASM 🔹 Battery & Energy Cathode/Anode/Separator | BMS | Solid-state | Battery recycling | PEM Fuel Cell | NMC, LFP, Battery materials | CATL, Samsung SDI, BYD, LG, EVE, cylindrical (46, 95-120), cell-to-pack, prismatic | Lithium ion, Sodium ion |HVDC | Interconnects 🔹 Embedded & Infotainment Android/Linux | RTOS | Hypervisors | IVI | HUD | Telematics | Cockpit |Center Stack 🔹 Semiconductors, Data Center SiC | GaN | ASIC | SoC | Chiplet| FPGA| CPU | GPU Nvidia | AI Accelerator | Server, rack | DSP | Optoelectronics | MLCC | Blue chip, Fab Foundry, TSMC, Infineon, AMD, Intel, Renesas, NXP, TI, Samsung, OnSemi, Rohm, STM, SK Hynix, Qualcomm | Wafer, ASML, EUV, DUV, High-NA 🔹 Cloud, IoT & Automation Edge/Fog/MQTT/Kafka | LoRaWAN | UWB RTLS | MES/ERP/PLC | 5G | Robotics | RaaS | SCADA 🔹 Smart Manufacturing OT/IT | on-demand | Digital manufacturing | AR/VR | Simulation (ALM, PLM) | Blockchain | Digital Twin, iFactory | Robotics | Neue Klasse, DCAS | Dark factory 🔹 Internet Satellite & Telecom LEO Low earth orbit | NTN Non-terrestrial network | 5G Automotive | 6G | Vehicle to network V2N| D2D, V2V 🔹 Digital Enterprise (API SW) BI | CRM | DMS | Payroll | eVAT | Leasing | Auto finance | ECM | ESG | Identity & Cyber GRC - Smart Factory -Global Capability Center GCC - ICE, BEV, PHEV, AD - In- house development, supplier selection, purchasing & spend of above -AI in decision making
-GCC, Responsible AI, Safe AI, HITL, Data labelling, T&S solutions, pre training of AI/ML models, workload automation - AI data center, Purchasing of GPU, rack, server, CPU, Memory -future mobility, GTM strategy, lab to market, training ML, semantic analysis, AI co-pilot, AI pods, AI skill, video sentiment analysis. model prototyping, Attention model for GenAI, LLM strategy, physics model, AI gear, Node, 3D rendering, microprocessors, microcontroller, Eclipse SDV, xEV, power electronics, AI algorithm design, network & security, ICT, Mechatronics, actuators, Explainable AI XAI, AI Commercialization -Chiplet, ssd, vECU, 4IR, Lighthouse -AI software developer, ASPICE, Optical AI, DSA design, Digital agent, search AI, FDEs -AI Engineering, digitalisation, hyper automation, metadata, MongoDB -Al agent in vehicle manufacturing, design,R&D, supply chain, purchasing, finance, sales -AI code review tools, IDE, cybersecurity tools & suppliers, IBM COBOL -B2B, B2C, D2C -end to end full stack, multi-vector, sparse, Conversational AI -TISAX, ASIL, NIS2 -AMD, Salesforce, QNX, AOSP, NPU, MOO Mission/safety critical AI, metaverse for customer experience in contact centers. Copilot GitHub, DevOps, haptics -Oracle OCI, Enterprise AI, Data infrastructure, Snowflake, SAP Hana Azure IoT, Mij, MDR, digital nervous system - in-vehicle network, software development, infotainment, safety system, steer by wire, in-cabin -billing rate -inductive charging -Level four of orchestration, BizDevSecOps -GAIA level, no code GenAI, APM, AI in data services , Open source AI, UEM/MDM, Token, Imec, S-core, Modular -Ride hailing Uber Lyft -Cruise Control, AEB, braking symbiotic 4D LiDAR, ESC, DSC -A2A agent to agent protocol Wafer fab equipment Secure by design Snapdragon Ride JSON prompt, Markdown In-car gaming Scaling Laws A/B testing AIP Scale AI, AI copyright Agent memory, Multi agent LLM, Agent communication ACP, Agent network ANP e-Powertrain Enterprise pricing, capital allocation
🔹 Automotive Systems & Components Powertrain: Injector, Exhaust, Suspension, Connectors, Chassis, NVH, Damper, piston, crankshaft, cylinder block, connecting rod, turbocharger, thermostat, rubber hoses, camshaft, oil pump, alternator Safety & Interior: ATD, Seat, Brake, Steering, EPS, Roof, Tires, C-Parts, Fastener Smart Entry: Phone-as-key pilot, Kick Sensor, Door Handle, glow plug Emission Systems: Emission Norms, Catalytic Converter, CCS Gasoline engine, diesel engine, engine calibration, traction motor, throttlers, synthetic fuel 🔹 Advanced Materials & Coatings Metals: LC Aluminum, Green/Coated/UHSS/SBQ/e-Steel, iron, copper Polymers & Composites: Biopolymers, Composite, CFRP, GFRP, Thermoplastic, PU, Prepolymer, Additive, Elastomer, PAEK/PEEK, Polyamide, Polyolefin, Epoxy Resin, recycled plastic, Foam, Silicone Rubber, Non-Woven Filter, Aramid, nano materials, electrolytes ABF Substrate, Glass Coatings: UV Curable Coat, Glass Enamel, Nanocoat, Pigment, Adhesive, Sealant, Bond, Abrasive, Powders, Glass/VGRR Thermal Systems: Heat Shield, Thermal Coat, Aerogel, TMS, HVAC Specialty Chemicals, Fuels, Oils, Lubricants, Additives Fluid Systems: Metalworking Fluids, Coolants, Fluid Transfer Surface Engineering: Metal Finishing, Surface Treatment, Electroplating, Anti protective corrosion materials Leather 🔹 Manufacturing Processes Forming: Forging, Casting, Stamping, PDC Cutting: Ceramic, PCD, CBN Machining: CNC, Turning, Grinding, Milling, Welding, Fiber Laser 🔹 Quality, Testing & ER&D Benchmarking, ER&D Metrology, Testing, TIC, T&M, MRO, Calibration, QA/QM, Microscopy, QC tools -3D printing 3D rapid prototyping - Manufacturing & operations turnaround, greenfield & brownfield - Process controls, audits Notable Tier-1 Suppliers: ZF, Bosch, Continental, Denso, Magna, Aptiv, Schaeffler, Mahle, Garret, Honeywell, Borgwarner, Aisin, Mobis, Forvia Faurecia, FAG, STM, BASF, Lear, Draxlemeir, TE, Valeo, Bridgestone, Siemens, Motherson, Marelli, Yanfeng and others.
Supplier QA
Process QA